Geekbench ML Score

311
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 14 2022 10:29 AM
Views 1

System Information

System Information
Operating System Android 12
Model OnePlus 7T
Model IDOnePlus HD1901
Motherboard msmnile
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.96 GHz
Memory Information
Size 7.29 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 224
24.0 IPS
 
Image Classification (F16)
100% 215
23.0 IPS
 
Image Classification (I8)
81% 174
18.6 IPS
 
Image Segmentation (F32)
100% 432
2.67 IPS
 
Image Segmentation (F16)
100% 415
2.56 IPS
 
Image Segmentation (I8)
89% 736
4.54 IPS
 
Pose Estimation (F32)
100% 183
0.74 IPS
 
Pose Estimation (F16)
100% 182
0.74 IPS
 
Pose Estimation (I8)
80% 193
0.78 IPS
 
Object Detection (F32)
100% 281
9.85 IPS
 
Object Detection (F16)
100% 279
9.79 IPS
 
Object Detection (I8)
52% 275
9.67 IPS
 
Face Detection (F32)
100% 417
4.79 IPS
 
Face Detection (F16)
100% 423
4.86 IPS
 
Face Detection (I8)
75% 462
5.31 IPS
 
Text Classification (F32)
100% 305
120.7 IPS
 
Text Classification (F16)
100% 307
121.4 IPS
 
Machine Translation (F32)
100% 449
69.2 IPS
 
Machine Translation (F16)
100% 442
68.1 IPS
 

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